Video Recommendation on MicroLens 100k (test)
10.15HR@10LinkedOut
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| LinkedOutType=Video LLMRec2025.12 | 10.15 | 5.48 | 14.77 | 6.64 | |
| GRU4RecVType=Video Rec2025.12 | 9.54 | 5.17 | 13.77 | 6.23 | |
| SASRecVType=Video Rec2025.12 | 9.48 | 5.15 | 13.64 | 6.19 | |
| SASRecType=IDRec (SR)2025.12 | 9.09 | 5.17 | 12.78 | 6.1 | |
| NextItNetVType=Video Rec2025.12 | 8.62 | 4.68 | 12.46 | 5.62 | |
| NextItNetType=IDRec (SR)2025.12 | 8.05 | 4.42 | 11.75 | 5.35 | |
| SASRecID+VType=VID Rec2025.12 | 7.99 | 4.15 | 12.17 | 5.2 | |
| GRU4RecType=IDRec (SR)2025.12 | 7.82 | 4.23 | 11.47 | 5.15 | |
| YouTubeIDType=VID Rec2025.12 | 4.61 | 2.29 | 7.47 | 3.01 | |
| DSSMType=IDRec (CF)2025.12 | 3.94 | 1.93 | 6.54 | 2.58 | |
| YouTubeID+VType=VID Rec2025.12 | 3.92 | 1.88 | 6.48 | 2.52 | |
| LightGCNType=IDRec (CF)2025.12 | 3.72 | 1.77 | 6.18 | 2.39 | |
| DeepFMType=IDRec (CF)2025.12 | 3.5 | 1.7 | 5.71 | 2.25 | |
| NFMType=IDRec (CF)2025.12 | 3.13 | 1.59 | 4.8 | 2.01 | |
| GRCNID+VType=VID Rec2025.12 | 3.06 | 1.44 | 5.47 | 2.04 | |
| GRCNIDType=VID Rec2025.12 | 2.82 | 1.31 | 4.97 | 1.85 | |
| DSSMID+VType=VID Rec2025.12 | 2.79 | 1.37 | 4.61 | 1.83 | |
| MMGCNID+VType=VID Rec2025.12 | 2.14 | 1.03 | 3.74 | 1.43 | |
| MMGCNIDType=VID Rec2025.12 | 1.41 | 0.65 | 2.47 | 0.92 |